Insurnace

Dataset statistics

Number of variables	35
Number of observations	51808
Missing cells	91040
Missing cells (%)	5.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	13.8 MiB
Average record size in memory	280.0 B

Variable types

Categorical	21
Numeric	14

Alerts

`AMTI` is highly overall correlated with `VALUE`	High correlation
`CONFEE` is highly overall correlated with `IFFEE` and 1 other fields	High correlation
`ZSMHC` is highly overall correlated with `ZINC2` and 2 other fields	High correlation
`HHAGE` is highly overall correlated with `QSS` and 1 other fields	High correlation
`ZINC2` is highly overall correlated with `ZSMHC` and 1 other fields	High correlation
`ZINC` is highly overall correlated with `ZSMHC` and 1 other fields	High correlation
`ZINCN` is highly overall correlated with `ZINCH`	High correlation
`VALUE` is highly overall correlated with `AMTI` and 1 other fields	High correlation
`UNITSF` is highly overall correlated with `ROOMS`	High correlation
`ROOMS` is highly overall correlated with `UNITSF`	High correlation
`CELLAR` is highly overall correlated with `MOBILTYP`	High correlation
`CLIMB` is highly overall correlated with `CONDO` and 1 other fields	High correlation
`IFFEE` is highly overall correlated with `CONFEE`	High correlation
`ZINCH` is highly overall correlated with `ZINCN`	High correlation
`QSS` is highly overall correlated with `HHAGE`	High correlation
`QRETIR` is highly overall correlated with `HHAGE`	High correlation
`CONDO` is highly overall correlated with `CONFEE` and 1 other fields	High correlation
`MOBILTYP` is highly overall correlated with `CELLAR` and 1 other fields	High correlation
`BUYI` is highly imbalanced (76.5%)	Imbalance
`QRENT` is highly imbalanced (58.5%)	Imbalance
`CONDO` is highly imbalanced (64.4%)	Imbalance
`TYPE` is highly imbalanced (86.7%)	Imbalance
`EROACH` is highly imbalanced (52.5%)	Imbalance
`CRACKS` is highly imbalanced (72.7%)	Imbalance
`HOLES` is highly imbalanced (93.9%)	Imbalance
`IFFEE` has 1352 (2.6%) missing values	Missing
`ZINCH` has 3329 (6.4%) missing values	Missing
`MOBILTYP` has 49868 (96.3%) missing values	Missing
`FRSTOC` has 36308 (70.1%) missing values	Missing
`CLIMB` has 970 (1.9%) zeros	Zeros

Reproduction

Analysis started	2023-04-28 12:40:42.723226
Analysis finished	2023-04-28 12:41:04.725984
Duration	22 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

BUYI
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	404.9 KiB

1	49814
0	1994

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	51808
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	49814	96.2%
0	1994	3.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	49814	96.2%
0	1994	3.8%

Most occurring characters

Value	Count	Frequency (%)
1	49814	96.2%
0	1994	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	51808	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	49814	96.2%
0	1994	3.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	51808	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	49814	96.2%
0	1994	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51808	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	49814	96.2%
0	1994	3.8%

AMTI
Real number (ℝ)

Distinct	1874
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	911.11739

Minimum	-6
Maximum	5582
Zeros	0
Zeros (%)	0.0%
Negative	1994
Negative (%)	3.8%
Memory size	404.9 KiB

Quantile statistics

Minimum	-6
5-th percentile	75
Q1	450
median	700
Q3	1104
95-th percentile	2400
Maximum	5582
Range	5588
Interquartile range (IQR)	654

Descriptive statistics

Standard deviation	836.46251
Coefficient of variation (CV)	0.91806228
Kurtosis	12.70692
Mean	911.11739
Median Absolute Deviation (MAD)	300
Skewness	3.0173433
Sum	47203170
Variance	699669.53
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
600	3004	5.8%
1200	2957	5.7%
1000	2158	4.2%
800	2143	4.1%
-6	1994	3.8%
900	1783	3.4%
500	1674	3.2%
700	1613	3.1%
300	1162	2.2%
1500	1148	2.2%
Other values (1864)	32172	62.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-6	1994	3.8%
1	208	0.4%
2	30	0.1%
3	5	< 0.1%
4	2	< 0.1%
5	5	< 0.1%
6	6	< 0.1%
8	2	< 0.1%
9	8	< 0.1%
10	2	< 0.1%

Value	Count	Frequency (%)
5582	739	1.4%
3960	1	< 0.1%
3905	1	< 0.1%
3900	36	0.1%
3888	1	< 0.1%
3880	2	< 0.1%
3872	1	< 0.1%
3840	1	< 0.1%
3800	16	< 0.1%
3795	5	< 0.1%

CONFEE
Real number (ℝ)

Distinct	53
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.243283

Minimum	-9
Maximum	1110
Zeros	0
Zeros (%)	0.0%
Negative	40001
Negative (%)	77.2%
Memory size	404.9 KiB

Quantile statistics

Minimum	-9
5-th percentile	-6
Q1	-6
median	-6
Q3	-6
95-th percentile	185
Maximum	1110
Range	1119
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	107.90492
Coefficient of variation (CV)	4.4509205
Kurtosis	61.840926
Mean	24.243283
Median Absolute Deviation (MAD)	0
Skewness	7.0033505
Sum	1255996
Variance	11643.473
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-6	39180	75.6%
15	1438	2.8%
25	1394	2.7%
5	1113	2.1%
35	913	1.8%
-9	821	1.6%
45	757	1.5%
55	628	1.2%
65	437	0.8%
105	322	0.6%
Other values (43)	4805	9.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-9	821	1.6%
-6	39180	75.6%
5	1113	2.1%
15	1438	2.8%
25	1394	2.7%
35	913	1.8%
45	757	1.5%
55	628	1.2%
65	437	0.8%
75	274	0.5%

Value	Count	Frequency (%)
1110	316	0.6%
495	6	< 0.1%
485	11	< 0.1%
475	12	< 0.1%
465	8	< 0.1%
455	31	0.1%
445	13	< 0.1%
435	19	< 0.1%
425	22	< 0.1%
415	20	< 0.1%

ZSMHC
Real number (ℝ)

Distinct	5299
Distinct (%)	10.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1495.4224

Minimum	0
Maximum	12595
Zeros	4
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	404.9 KiB

Quantile statistics

Minimum	0
5-th percentile	328
Q1	675
median	1228
Q3	1910
95-th percentile	3603
Maximum	12595
Range	12595
Interquartile range (IQR)	1235

Descriptive statistics

Standard deviation	1182.4481
Coefficient of variation (CV)	0.79071179
Kurtosis	8.7707943
Mean	1495.4224
Median Absolute Deviation (MAD)	598
Skewness	2.3562949
Sum	77474843
Variance	1398183.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
430	46	0.1%
483	44	0.1%
521	44	0.1%
418	44	0.1%
497	44	0.1%
567	42	0.1%
563	42	0.1%
459	42	0.1%
467	41	0.1%
385	41	0.1%
Other values (5289)	51378	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	< 0.1%
2	2	< 0.1%
6	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
17	1	< 0.1%
21	1	< 0.1%
25	1	< 0.1%
29	1	< 0.1%
37	1	< 0.1%

Value	Count	Frequency (%)
12595	1	< 0.1%
12084	1	< 0.1%
10424	1	< 0.1%
10409	1	< 0.1%
10316	1	< 0.1%
10307	1	< 0.1%
10280	1	< 0.1%
10058	1	< 0.1%
9992	1	< 0.1%
9901	1	< 0.1%

IFFEE
Categorical

HIGH CORRELATION MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	1352
Missing (%)	2.6%
Memory size	404.9 KiB

2.0	37977
1.0	12479

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	151368
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
2.0	37977	73.3%
1.0	12479	24.1%
(Missing)	1352	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.0	37977	75.3%
1.0	12479	24.7%

Most occurring characters

Value	Count	Frequency (%)
.	50456	33.3%
0	50456	33.3%
2	37977	25.1%
1	12479	8.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100912	66.7%
Other Punctuation	50456	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	50456	50.0%
2	37977	37.6%
1	12479	12.4%

Other Punctuation

Value	Count	Frequency (%)
.	50456	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	151368	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	50456	33.3%
0	50456	33.3%
2	37977	25.1%
1	12479	8.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	151368	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	50456	33.3%
0	50456	33.3%
2	37977	25.1%
1	12479	8.2%

HHAGE
Real number (ℝ)

Distinct	76
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54.412658

Minimum	15
Maximum	93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	404.9 KiB

Quantile statistics

Minimum	15
5-th percentile	30
Q1	43
median	54
Q3	65
95-th percentile	82
Maximum	93
Range	78
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	15.495271
Coefficient of variation (CV)	0.28477329
Kurtosis	-0.54614331
Mean	54.412658
Median Absolute Deviation (MAD)	11
Skewness	0.23414626
Sum	2819011
Variance	240.10344
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	1417	2.7%
55	1309	2.5%
54	1289	2.5%
51	1272	2.5%
53	1265	2.4%
52	1261	2.4%
56	1213	2.3%
57	1203	2.3%
47	1192	2.3%
49	1185	2.3%
Other values (66)	39202	75.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
15	1	< 0.1%
16	1	< 0.1%
17	5	< 0.1%
18	6	< 0.1%
19	13	< 0.1%
20	19	< 0.1%
21	45	0.1%
22	44	0.1%
23	100	0.2%
24	152	0.3%

Value	Count	Frequency (%)
93	478	0.9%
89	173	0.3%
88	212	0.4%
87	233	0.4%
86	274	0.5%
85	321	0.6%
84	340	0.7%
83	365	0.7%
82	354	0.7%
81	437	0.8%

HHSEX
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	404.9 KiB

1	28984
2	22824

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	51808
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	1
3rd row	1
4th row	1
5th row	2

Common Values

Value	Count	Frequency (%)
1	28984	55.9%
2	22824	44.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	28984	55.9%
2	22824	44.1%

Most occurring characters

Value	Count	Frequency (%)
1	28984	55.9%
2	22824	44.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	51808	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	28984	55.9%
2	22824	44.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	51808	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	28984	55.9%
2	22824	44.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51808	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	28984	55.9%
2	22824	44.1%

ZINC2
Real number (ℝ)

Distinct	23314
Distinct (%)	45.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	88454.481

Minimum	-344
Maximum	2977104
Zeros	163
Zeros (%)	0.3%
Negative	458
Negative (%)	0.9%
Memory size	404.9 KiB

Quantile statistics

Minimum	-344
5-th percentile	9062.45
Q1	34194.25
median	65840
Q3	110996
95-th percentile	235500
Maximum	2977104
Range	2977448
Interquartile range (IQR)	76801.75

Descriptive statistics

Standard deviation	97041.51
Coefficient of variation (CV)	1.0970785
Kurtosis	72.247007
Mean	88454.481
Median Absolute Deviation (MAD)	35986
Skewness	5.8387141
Sum	4.5826497 × 10⁹
Variance	9.4170546 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50000	255	0.5%
60000	240	0.5%
30000	235	0.5%
25000	233	0.4%
100000	224	0.4%
40000	213	0.4%
-4	171	0.3%
75000	168	0.3%
80000	167	0.3%
0	163	0.3%
Other values (23304)	49739	96.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-344	1	< 0.1%
-140	1	< 0.1%
-129	5	< 0.1%
-123	2	< 0.1%
-86	17	< 0.1%
-84	1	< 0.1%
-82	8	< 0.1%
-56	3	< 0.1%
-43	22	< 0.1%
-42	5	< 0.1%

Value	Count	Frequency (%)
2977104	1	< 0.1%
1918796	1	< 0.1%
1918740	1	< 0.1%
1838552	1	< 0.1%
1775035	1	< 0.1%
1644107	1	< 0.1%
1638552	1	< 0.1%
1613524	1	< 0.1%
1593552	1	< 0.1%
1588552	1	< 0.1%

ZINC
Real number (ℝ)

Distinct	22689
Distinct (%)	43.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	86345.711

Minimum	-344
Maximum	2977104
Zeros	181
Zeros (%)	0.3%
Negative	509
Negative (%)	1.0%
Memory size	404.9 KiB

Quantile statistics

Minimum	-344
5-th percentile	8375.35
Q1	32316
median	63596
Q3	109000
95-th percentile	231899.65
Maximum	2977104
Range	2977448
Interquartile range (IQR)	76684

Descriptive statistics

Standard deviation	96103.212
Coefficient of variation (CV)	1.113005
Kurtosis	73.363026
Mean	86345.711
Median Absolute Deviation (MAD)	36376
Skewness	5.8736185
Sum	4.4733986 × 10⁹
Variance	9.2358273 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50000	272	0.5%
60000	269	0.5%
30000	257	0.5%
25000	253	0.5%
40000	239	0.5%
100000	233	0.4%
-4	201	0.4%
0	181	0.3%
80000	173	0.3%
75000	173	0.3%
Other values (22679)	49557	95.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-344	1	< 0.1%
-140	1	< 0.1%
-129	4	< 0.1%
-123	2	< 0.1%
-86	19	< 0.1%
-84	1	< 0.1%
-82	8	< 0.1%
-56	3	< 0.1%
-43	24	< 0.1%
-42	5	< 0.1%

Value	Count	Frequency (%)
2977104	1	< 0.1%
1918796	1	< 0.1%
1918740	1	< 0.1%
1838552	1	< 0.1%
1775035	1	< 0.1%
1644107	1	< 0.1%
1638552	1	< 0.1%
1593552	1	< 0.1%
1588552	1	< 0.1%
1538752	1	< 0.1%

ZINCN
Real number (ℝ)

Distinct	778
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11254.151

Minimum	-2049
Maximum	410311
Zeros	0
Zeros (%)	0.0%
Negative	45369
Negative (%)	87.6%
Memory size	404.9 KiB

Quantile statistics

Minimum	-2049
5-th percentile	-8
Q1	-6
median	-6
Q3	-6
95-th percentile	80000
Maximum	410311
Range	412360
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	43345.652
Coefficient of variation (CV)	3.8515257
Kurtosis	48.27922
Mean	11254.151
Median Absolute Deviation (MAD)	0
Skewness	6.2373896
Sum	5.8305505 × 10⁸
Variance	1.8788456 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-6	38881	75.0%
-8	2930	5.7%
-7	2372	4.6%
-9	898	1.7%
410311	346	0.7%
-2049	288	0.6%
100000	239	0.5%
50000	230	0.4%
60000	203	0.4%
70000	192	0.4%
Other values (768)	5229	10.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2049	288	0.6%
-9	898	1.7%
-8	2930	5.7%
-7	2372	4.6%
-6	38881	75.0%
2	27	0.1%
3	2	< 0.1%
5	1	< 0.1%
10	1	< 0.1%
19	1	< 0.1%

Value	Count	Frequency (%)
410311	346	0.7%
209000	1	< 0.1%
208000	1	< 0.1%
207130	1	< 0.1%
206800	1	< 0.1%
206000	2	< 0.1%
205000	3	< 0.1%
204000	1	< 0.1%
203600	2	< 0.1%
203000	1	< 0.1%

ZINCH
Categorical

HIGH CORRELATION MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	3329
Missing (%)	6.4%
Memory size	404.9 KiB

1.0	38881
2.0	9598

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	145437
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	1.0
3rd row	2.0
4th row	2.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	38881	75.0%
2.0	9598	18.5%
(Missing)	3329	6.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	38881	80.2%
2.0	9598	19.8%

Most occurring characters

Value	Count	Frequency (%)
.	48479	33.3%
0	48479	33.3%
1	38881	26.7%
2	9598	6.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	96958	66.7%
Other Punctuation	48479	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	48479	50.0%
1	38881	40.1%
2	9598	9.9%

Other Punctuation

Value	Count	Frequency (%)
.	48479	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	145437	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	48479	33.3%
0	48479	33.3%
1	38881	26.7%
2	9598	6.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	145437	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	48479	33.3%
0	48479	33.3%
1	38881	26.7%
2	9598	6.6%

QSS
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	404.9 KiB

2	36535
1	15273

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	51808
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	36535	70.5%
1	15273	29.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	36535	70.5%
1	15273	29.5%

Most occurring characters

Value	Count	Frequency (%)
2	36535	70.5%
1	15273	29.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	51808	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	36535	70.5%
1	15273	29.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	51808	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	36535	70.5%
1	15273	29.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51808	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	36535	70.5%
1	15273	29.5%

QSELF
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	404.9 KiB

2	44575
1	7233

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	51808
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	1
4th row	2
5th row	1

Common Values

Value	Count	Frequency (%)
2	44575	86.0%
1	7233	14.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	44575	86.0%
1	7233	14.0%

Most occurring characters

Value	Count	Frequency (%)
2	44575	86.0%
1	7233	14.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	51808	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	44575	86.0%
1	7233	14.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	51808	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	44575	86.0%
1	7233	14.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51808	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	44575	86.0%
1	7233	14.0%

QRENT
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	404.9 KiB

2	47476
1	4332

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	51808
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	47476	91.6%
1	4332	8.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	47476	91.6%
1	4332	8.4%

Most occurring characters

Value	Count	Frequency (%)
2	47476	91.6%
1	4332	8.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	51808	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	47476	91.6%
1	4332	8.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	51808	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	47476	91.6%
1	4332	8.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51808	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	47476	91.6%
1	4332	8.4%

QRETIR
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	404.9 KiB

2	41557
1	10251

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	51808
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	41557	80.2%
1	10251	19.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	41557	80.2%
1	10251	19.8%

Most occurring characters

Value	Count	Frequency (%)
2	41557	80.2%
1	10251	19.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	51808	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	41557	80.2%
1	10251	19.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	51808	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	41557	80.2%
1	10251	19.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51808	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	41557	80.2%
1	10251	19.8%

VALUE
Real number (ℝ)

Distinct	1273
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	266946.45

Minimum	1
Maximum	5264699
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	404.9 KiB

Quantile statistics

Minimum	1
5-th percentile	40000
Q1	105000
median	180000
Q3	300000
95-th percentile	775000
Maximum	5264699
Range	5264698
Interquartile range (IQR)	195000

Descriptive statistics

Standard deviation	317216.91
Coefficient of variation (CV)	1.1883166
Kurtosis	57.277587
Mean	266946.45
Median Absolute Deviation (MAD)	90000
Skewness	5.680097
Sum	1.3829962 × 10¹⁰
Variance	1.0062657 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
200000	2160	4.2%
150000	1997	3.9%
100000	1673	3.2%
250000	1573	3.0%
300000	1557	3.0%
120000	1265	2.4%
400000	1059	2.0%
80000	1056	2.0%
90000	1020	2.0%
180000	1014	2.0%
Other values (1263)	37434	72.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	49	0.1%
2	3	< 0.1%
5	6	< 0.1%
7	1	< 0.1%
9	1	< 0.1%
15	1	< 0.1%
24	1	< 0.1%
50	3	< 0.1%
70	4	< 0.1%
100	10	< 0.1%

Value	Count	Frequency (%)
5264699	22	< 0.1%
4414135	13	< 0.1%
4168257	22	< 0.1%
3688473	20	< 0.1%
3500000	2	< 0.1%
3450000	1	< 0.1%
3400000	1	< 0.1%
3300000	1	< 0.1%
3200000	1	< 0.1%
3100000	2	< 0.1%

REGION
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	404.9 KiB

4	17124
3	15408
2	13503
1	5773

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	51808
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4
2nd row	4
3rd row	4
4th row	4
5th row	4

Common Values

Value	Count	Frequency (%)
4	17124	33.1%
3	15408	29.7%
2	13503	26.1%
1	5773	11.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	17124	33.1%
3	15408	29.7%
2	13503	26.1%
1	5773	11.1%

Most occurring characters

Value	Count	Frequency (%)
4	17124	33.1%
3	15408	29.7%
2	13503	26.1%
1	5773	11.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	51808	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	17124	33.1%
3	15408	29.7%
2	13503	26.1%
1	5773	11.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	51808	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	17124	33.1%
3	15408	29.7%
2	13503	26.1%
1	5773	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51808	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	17124	33.1%
3	15408	29.7%
2	13503	26.1%
1	5773	11.1%

METRO3
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	404.9 KiB

2	39037
1	11928
9	843

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	51808
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	39037	75.3%
1	11928	23.0%
9	843	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	39037	75.3%
1	11928	23.0%
9	843	1.6%

Most occurring characters

Value	Count	Frequency (%)
2	39037	75.3%
1	11928	23.0%
9	843	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	51808	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	39037	75.3%
1	11928	23.0%
9	843	1.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	51808	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	39037	75.3%
1	11928	23.0%
9	843	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51808	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	39037	75.3%
1	11928	23.0%
9	843	1.6%

CONDO
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	404.9 KiB

3	48321
1	3487

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	51808
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	1
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	48321	93.3%
1	3487	6.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	48321	93.3%
1	3487	6.7%

Most occurring characters

Value	Count	Frequency (%)
3	48321	93.3%
1	3487	6.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	51808	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	48321	93.3%
1	3487	6.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	51808	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	48321	93.3%
1	3487	6.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51808	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	48321	93.3%
1	3487	6.7%

UNITSF
Real number (ℝ)

Distinct	2405
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2122.776

Minimum	-8
Maximum	20159
Zeros	0
Zeros (%)	0.0%
Negative	4515
Negative (%)	8.7%
Memory size	404.9 KiB

Quantile statistics

Minimum	-8
5-th percentile	-7
Q1	1200
median	1800
Q3	2500
95-th percentile	4300
Maximum	20159
Range	20167
Interquartile range (IQR)	1300

Descriptive statistics

Standard deviation	2021.8382
Coefficient of variation (CV)	0.95245008
Kurtosis	25.584094
Mean	2122.776
Median Absolute Deviation (MAD)	600
Skewness	4.1925942
Sum	1.0997678 × 10⁸
Variance	4087829.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-7	4453	8.6%
2000	2308	4.5%
1200	2267	4.4%
1800	2173	4.2%
1500	2049	4.0%
1600	1583	3.1%
1400	1506	2.9%
3000	1393	2.7%
2400	1331	2.6%
2200	1318	2.5%
Other values (2395)	31427	60.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-8	62	0.1%
-7	4453	8.6%
99	15	< 0.1%
100	22	< 0.1%
110	5	< 0.1%
120	3	< 0.1%
122	1	< 0.1%
128	1	< 0.1%
140	1	< 0.1%
144	2	< 0.1%

Value	Count	Frequency (%)
20159	77	0.1%
19591	71	0.1%
16286	68	0.1%
14846	57	0.1%
12999	72	0.1%
12364	71	0.1%
11849	69	0.1%
10202	73	0.1%
10144	75	0.1%
10027	89	0.2%

LOT
Real number (ℝ)

Distinct	2564
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40938.471

Minimum	-6
Maximum	933185
Zeros	0
Zeros (%)	0.0%
Negative	4248
Negative (%)	8.2%
Memory size	404.9 KiB

Quantile statistics

Minimum	-6
5-th percentile	-6
Q1	5500
median	10120
Q3	22000
95-th percentile	176000
Maximum	933185
Range	933191
Interquartile range (IQR)	16500

Descriptive statistics

Standard deviation	115456.52
Coefficient of variation (CV)	2.8202452
Kurtosis	28.309134
Mean	40938.471
Median Absolute Deviation (MAD)	5880
Skewness	5.1450556
Sum	2.1209403 × 10⁹
Variance	1.3330209 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11000	4359	8.4%
5500	4294	8.3%
-6	4248	8.2%
22000	3191	6.2%
44000	2839	5.5%
5000	1506	2.9%
14000	1479	2.9%
33000	1458	2.8%
6000	1100	2.1%
10000	1010	1.9%
Other values (2554)	26324	50.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-6	4248	8.2%
200	36	0.1%
220	1	< 0.1%
225	5	< 0.1%
230	1	< 0.1%
240	5	< 0.1%
242	1	< 0.1%
250	5	< 0.1%
256	2	< 0.1%
292	1	< 0.1%

Value	Count	Frequency (%)
933185	67	0.1%
926349	59	0.1%
816872	70	0.1%
810031	68	0.1%
805341	56	0.1%
772696	78	0.2%
759755	64	0.1%
728341	54	0.1%
722618	65	0.1%
718692	54	0.1%

ROOMS
Real number (ℝ)

Distinct	15
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.5768607

Minimum	1
Maximum	15
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	404.9 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	5
median	6
Q3	8
95-th percentile	10
Maximum	15
Range	14
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.6813889
Coefficient of variation (CV)	0.25565219
Kurtosis	0.83175592
Mean	6.5768607
Median Absolute Deviation (MAD)	1
Skewness	0.66993903
Sum	340734
Variance	2.8270686
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
6	13083	25.3%
7	10571	20.4%
5	10204	19.7%
8	7458	14.4%
9	3719	7.2%
4	3642	7.0%
10	1548	3.0%
11	615	1.2%
3	480	0.9%
12	284	0.5%
Other values (5)	204	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4	< 0.1%
2	24	< 0.1%
3	480	0.9%
4	3642	7.0%
5	10204	19.7%
6	13083	25.3%
7	10571	20.4%
8	7458	14.4%
9	3719	7.2%
10	1548	3.0%

Value	Count	Frequency (%)
15	8	< 0.1%
14	67	0.1%
13	101	0.2%
12	284	0.5%
11	615	1.2%
10	1548	3.0%
9	3719	7.2%
8	7458	14.4%
7	10571	20.4%
6	13083	25.3%

CELLAR
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9632875

Minimum	-6
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	4252
Negative (%)	8.2%
Memory size	404.9 KiB

Quantile statistics

Minimum	-6
5-th percentile	-6
Q1	1
median	3
Q3	4
95-th percentile	4
Maximum	5
Range	11
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.6804306
Coefficient of variation (CV)	1.3652766
Kurtosis	3.5360702
Mean	1.9632875
Median Absolute Deviation (MAD)	1
Skewness	-1.9885346
Sum	101714
Variance	7.1847081
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	17391	33.6%
1	14673	28.3%
3	10046	19.4%
2	4793	9.3%
-6	4252	8.2%
5	653	1.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-6	4252	8.2%
1	14673	28.3%
2	4793	9.3%
3	10046	19.4%
4	17391	33.6%
5	653	1.3%

Value	Count	Frequency (%)
5	653	1.3%
4	17391	33.6%
3	10046	19.4%
2	4793	9.3%
1	14673	28.3%
-6	4252	8.2%

MOBILTYP
Categorical

HIGH CORRELATION MISSING

Distinct	2
Distinct (%)	0.1%
Missing	49868
Missing (%)	96.3%
Memory size	404.9 KiB

2.0	1013
1.0	927

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	5820
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	2.0
3rd row	2.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
2.0	1013	2.0%
1.0	927	1.8%
(Missing)	49868	96.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.0	1013	52.2%
1.0	927	47.8%

Most occurring characters

Value	Count	Frequency (%)
.	1940	33.3%
0	1940	33.3%
2	1013	17.4%
1	927	15.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3880	66.7%
Other Punctuation	1940	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1940	50.0%
2	1013	26.1%
1	927	23.9%

Other Punctuation

Value	Count	Frequency (%)
.	1940	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5820	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	1940	33.3%
0	1940	33.3%
2	1013	17.4%
1	927	15.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5820	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	1940	33.3%
0	1940	33.3%
2	1013	17.4%
1	927	15.9%

TYPE
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	404.9 KiB

1	49536
2	1692
9	308
3	253
7	19

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	51808
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	49536	95.6%
2	1692	3.3%
9	308	0.6%
3	253	0.5%
7	19	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	49536	95.6%
2	1692	3.3%
9	308	0.6%
3	253	0.5%
7	19	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	49536	95.6%
2	1692	3.3%
9	308	0.6%
3	253	0.5%
7	19	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	51808	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	49536	95.6%
2	1692	3.3%
9	308	0.6%
3	253	0.5%
7	19	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	51808	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	49536	95.6%
2	1692	3.3%
9	308	0.6%
3	253	0.5%
7	19	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51808	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	49536	95.6%
2	1692	3.3%
9	308	0.6%
3	253	0.5%
7	19	< 0.1%

BUILT
Real number (ℝ)

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1970.8761

Minimum	1919
Maximum	2011
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	404.9 KiB

Quantile statistics

Minimum	1919
5-th percentile	1920
Q1	1950
median	1975
Q3	1990
95-th percentile	2006
Maximum	2011
Range	92
Interquartile range (IQR)	40

Descriptive statistics

Standard deviation	25.523757
Coefficient of variation (CV)	0.012950462
Kurtosis	-0.7533469
Mean	1970.8761
Median Absolute Deviation (MAD)	20
Skewness	-0.44126915
Sum	1.0210715 × 10⁸
Variance	651.46216
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
1960	6295	12.2%
1950	6058	11.7%
1995	4326	8.4%
1985	3962	7.6%
1975	3870	7.5%
1970	3812	7.4%
1990	3736	7.2%
1980	2899	5.6%
1940	2859	5.5%
1919	2310	4.5%
Other values (14)	11681	22.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1919	2310	4.5%
1920	1733	3.3%
1930	1497	2.9%
1940	2859	5.5%
1950	6058	11.7%
1960	6295	12.2%
1970	3812	7.4%
1975	3870	7.5%
1980	2899	5.6%
1985	3962	7.6%

Value	Count	Frequency (%)
2011	97	0.2%
2010	277	0.5%
2009	326	0.6%
2008	511	1.0%
2007	716	1.4%
2006	926	1.8%
2005	1079	2.1%
2004	851	1.6%
2003	864	1.7%
2002	846	1.6%

CLIMB
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	21
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-5.678428

Minimum	-6
Maximum	21
Zeros	970
Zeros (%)	1.9%
Negative	49501
Negative (%)	95.5%
Memory size	404.9 KiB

Quantile statistics

Minimum	-6
5-th percentile	-6
Q1	-6
median	-6
Q3	-6
95-th percentile	-6
Maximum	21
Range	27
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.5569972
Coefficient of variation (CV)	-0.2741951
Kurtosis	39.489382
Mean	-5.678428
Median Absolute Deviation (MAD)	0
Skewness	5.5524762
Sum	-294188
Variance	2.4242402
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
-6	49501	95.5%
0	970	1.9%
1	740	1.4%
2	349	0.7%
3	121	0.2%
4	37	0.1%
5	20	< 0.1%
6	12	< 0.1%
8	10	< 0.1%
13	9	< 0.1%
Other values (11)	39	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-6	49501	95.5%
0	970	1.9%
1	740	1.4%
2	349	0.7%
3	121	0.2%
4	37	0.1%
5	20	< 0.1%
6	12	< 0.1%
7	6	< 0.1%
8	10	< 0.1%

Value	Count	Frequency (%)
21	4	< 0.1%
20	2	< 0.1%
19	1	< 0.1%
16	4	< 0.1%
15	2	< 0.1%
14	2	< 0.1%
13	9	< 0.1%
12	4	< 0.1%
11	8	< 0.1%
10	3	< 0.1%

FRSTOC
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	36308
Missing (%)	70.1%
Memory size	404.9 KiB

1.0	7973
2.0	7527

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	46500
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	1.0
3rd row	1.0
4th row	2.0
5th row	2.0

Common Values

Value	Count	Frequency (%)
1.0	7973	15.4%
2.0	7527	14.5%
(Missing)	36308	70.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	7973	51.4%
2.0	7527	48.6%

Most occurring characters

Value	Count	Frequency (%)
.	15500	33.3%
0	15500	33.3%
1	7973	17.1%
2	7527	16.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	31000	66.7%
Other Punctuation	15500	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15500	50.0%
1	7973	25.7%
2	7527	24.3%

Other Punctuation

Value	Count	Frequency (%)
.	15500	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	46500	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	15500	33.3%
0	15500	33.3%
1	7973	17.1%
2	7527	16.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	46500	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	15500	33.3%
0	15500	33.3%
1	7973	17.1%
2	7527	16.2%

EVROD
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	404.9 KiB

2	41848
1	9960

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	51808
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	41848	80.8%
1	9960	19.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	41848	80.8%
1	9960	19.2%

Most occurring characters

Value	Count	Frequency (%)
2	41848	80.8%
1	9960	19.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	51808	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	41848	80.8%
1	9960	19.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	51808	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	41848	80.8%
1	9960	19.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51808	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	41848	80.8%
1	9960	19.2%

EROACH
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	404.9 KiB

2	46522
1	5286

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	51808
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	1
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	46522	89.8%
1	5286	10.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	46522	89.8%
1	5286	10.2%

Most occurring characters

Value	Count	Frequency (%)
2	46522	89.8%
1	5286	10.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	51808	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	46522	89.8%
1	5286	10.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	51808	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	46522	89.8%
1	5286	10.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51808	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	46522	89.8%
1	5286	10.2%

CRACKS
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	404.9 KiB

2	49378
1	2430

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	51808
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	1
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	49378	95.3%
1	2430	4.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	49378	95.3%
1	2430	4.7%

Most occurring characters

Value	Count	Frequency (%)
2	49378	95.3%
1	2430	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	51808	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	49378	95.3%
1	2430	4.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	51808	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	49378	95.3%
1	2430	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51808	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	49378	95.3%
1	2430	4.7%

HOLES
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	404.9 KiB

2	51438
1	370

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	51808
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	51438	99.3%
1	370	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	51438	99.3%
1	370	0.7%

Most occurring characters

Value	Count	Frequency (%)
2	51438	99.3%
1	370	0.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	51808	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	51438	99.3%
1	370	0.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	51808	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	51438	99.3%
1	370	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51808	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	51438	99.3%
1	370	0.7%

WINTERNONE
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	183
Missing (%)	0.4%
Memory size	404.9 KiB

1.0	41895
2.0	9730

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	154875
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	41895	80.9%
2.0	9730	18.8%
(Missing)	183	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	41895	81.2%
2.0	9730	18.8%

Most occurring characters

Value	Count	Frequency (%)
.	51625	33.3%
0	51625	33.3%
1	41895	27.1%
2	9730	6.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	103250	66.7%
Other Punctuation	51625	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	51625	50.0%
1	41895	40.6%
2	9730	9.4%

Other Punctuation

Value	Count	Frequency (%)
.	51625	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	154875	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	51625	33.3%
0	51625	33.3%
1	41895	27.1%
2	9730	6.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	154875	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	51625	33.3%
0	51625	33.3%
1	41895	27.1%
2	9730	6.3%

AIR
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	404.9 KiB

2	43203
1	8605

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	51808
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	43203	83.4%
1	8605	16.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	43203	83.4%
1	8605	16.6%

Most occurring characters

Value	Count	Frequency (%)
2	43203	83.4%
1	8605	16.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	51808	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	43203	83.4%
1	8605	16.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	51808	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	43203	83.4%
1	8605	16.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51808	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	43203	83.4%
1	8605	16.6%

AIRSYS
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	404.9 KiB

1	39810
2	11998

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	51808
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	39810	76.8%
2	11998	23.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	39810	76.8%
2	11998	23.2%

Most occurring characters

Value	Count	Frequency (%)
1	39810	76.8%
2	11998	23.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	51808	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	39810	76.8%
2	11998	23.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	51808	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	39810	76.8%
2	11998	23.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51808	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	39810	76.8%
2	11998	23.2%

Auto

Heatmap
Table

	AMTI	CONFEE	ZSMHC	HHAGE	ZINC2	ZINC	ZINCN	VALUE	UNITSF	LOT	ROOMS	CELLAR	BUILT	CLIMB	BUYI	IFFEE	HHSEX	ZINCH	QSS	QSELF	QRENT	QRETIR	REGION	METRO3	CONDO	MOBILTYP	TYPE	FRSTOC	EVROD	EROACH	CRACKS	HOLES	WINTERNONE	AIR	AIRSYS
AMTI	1.000	0.041	0.400	-0.001	0.312	0.314	0.067	0.528	0.360	0.138	0.350	0.152	0.079	-0.095	0.271	0.034	0.056	0.000	0.042	0.106	0.107	0.024	0.105	0.036	0.143	0.242	0.082	0.029	0.033	0.059	0.032	0.028	0.012	0.082	0.045
CONFEE	0.041	1.000	0.225	-0.070	0.147	0.147	0.132	0.185	0.136	-0.225	0.039	0.060	0.401	0.216	0.042	0.538	0.041	0.016	0.040	0.007	0.007	0.029	0.117	0.035	0.687	0.055	0.090	0.009	0.075	0.039	0.025	0.006	0.022	0.080	0.069
ZSMHC	0.400	0.225	1.000	-0.376	0.525	0.519	0.099	0.568	0.370	0.005	0.373	0.134	0.253	-0.016	0.122	0.196	0.075	0.067	0.295	0.141	0.100	0.185	0.171	0.029	0.016	0.191	0.075	0.000	0.027	0.052	0.023	0.022	0.011	0.113	0.072
HHAGE	-0.001	-0.070	-0.376	1.000	-0.294	-0.278	-0.085	-0.010	-0.057	0.019	-0.067	-0.041	-0.190	0.010	0.041	0.095	0.078	0.144	0.780	0.113	0.041	0.507	0.038	0.032	0.072	0.145	0.022	0.136	0.066	0.019	0.037	0.012	0.020	0.026	0.080
ZINC2	0.312	0.147	0.525	-0.294	1.000	0.980	0.083	0.467	0.377	0.086	0.371	0.072	0.203	-0.049	0.023	0.071	0.036	0.000	0.067	0.097	0.086	0.044	0.049	0.015	0.016	0.000	0.014	0.000	0.000	0.010	0.009	0.000	0.013	0.050	0.032
ZINC	0.314	0.147	0.519	-0.278	0.980	1.000	0.082	0.467	0.381	0.094	0.376	0.073	0.208	-0.053	0.023	0.071	0.036	0.004	0.066	0.096	0.086	0.044	0.048	0.015	0.017	0.000	0.013	0.002	0.000	0.009	0.010	0.000	0.014	0.049	0.034
ZINCN	0.067	0.132	0.099	-0.085	0.083	0.082	1.000	0.044	0.022	-0.022	0.017	0.003	0.017	0.001	0.034	0.072	0.025	0.663	0.119	0.060	0.027	0.064	0.034	0.020	0.019	0.077	0.018	0.020	0.021	0.013	0.024	0.000	0.031	0.029	0.032
VALUE	0.528	0.185	0.568	-0.010	0.467	0.467	0.044	1.000	0.452	0.079	0.422	0.171	0.182	-0.047	0.030	0.053	0.028	0.000	0.000	0.100	0.127	0.012	0.204	0.028	0.022	0.000	0.031	0.012	0.021	0.050	0.022	0.000	0.000	0.088	0.129
UNITSF	0.360	0.136	0.370	-0.057	0.377	0.381	0.022	0.452	1.000	0.285	0.604	0.101	0.320	-0.185	0.099	0.170	0.091	0.000	0.067	0.105	0.075	0.029	0.123	0.091	0.138	0.198	0.068	0.090	0.018	0.037	0.035	0.020	0.035	0.131	0.180
LOT	0.138	-0.225	0.005	0.019	0.086	0.094	-0.022	0.079	0.285	1.000	0.281	-0.004	0.090	-0.344	0.024	0.107	0.039	0.015	0.033	0.045	0.038	0.028	0.086	0.097	0.075	0.097	0.040	0.092	0.102	0.039	0.013	0.000	0.006	0.020	0.038
ROOMS	0.350	0.039	0.373	-0.067	0.371	0.376	0.017	0.422	0.604	0.281	1.000	0.083	0.192	-0.234	0.162	0.158	0.074	0.009	0.088	0.112	0.073	0.044	0.042	0.070	0.271	0.461	0.128	0.044	0.043	0.006	0.018	0.027	0.006	0.096	0.164
CELLAR	0.152	0.060	0.134	-0.041	0.072	0.073	0.003	0.171	0.101	-0.004	0.083	1.000	0.198	-0.356	0.201	0.221	0.048	0.019	0.059	0.040	0.049	0.036	0.378	0.086	0.373	1.000	0.335	0.071	0.116	0.126	0.021	0.050	0.068	0.131	0.171
BUILT	0.079	0.401	0.253	-0.190	0.203	0.208	0.017	0.182	0.320	0.090	0.192	0.198	1.000	-0.040	0.061	0.466	0.055	0.027	0.176	0.037	0.072	0.103	0.166	0.185	0.152	0.137	0.076	0.303	0.152	0.087	0.086	0.032	0.106	0.287	0.371
CLIMB	-0.095	0.216	-0.016	0.010	-0.049	-0.053	0.001	-0.047	-0.185	-0.344	-0.234	-0.356	-0.040	1.000	0.039	0.210	0.035	0.000	0.021	0.016	0.087	0.011	0.057	0.084	0.524	1.000	0.079	0.027	0.049	0.016	0.000	0.000	0.012	0.033	0.113
BUYI	0.271	0.042	0.122	0.041	0.023	0.023	0.034	0.030	0.099	0.024	0.162	0.201	0.061	0.039	1.000	0.042	0.018	0.000	0.008	0.024	0.024	0.036	0.066	0.041	0.036	0.272	0.246	0.026	0.021	0.049	0.064	0.082	0.029	0.097	0.115
IFFEE	0.034	0.538	0.196	0.095	0.071	0.071	0.072	0.053	0.170	0.107	0.158	0.221	0.466	0.210	0.042	1.000	0.000	0.027	0.060	0.017	0.008	0.023	0.165	0.097	0.432	0.029	0.125	0.014	0.112	0.047	0.047	0.018	0.035	0.176	0.173
HHSEX	0.056	0.041	0.075	0.078	0.036	0.036	0.025	0.028	0.091	0.039	0.074	0.048	0.055	0.035	0.018	0.000	1.000	0.013	0.063	0.052	0.020	0.000	0.013	0.043	0.051	0.000	0.035	0.027	0.004	0.000	0.016	0.010	0.024	0.011	0.023
ZINCH	0.000	0.016	0.067	0.144	0.000	0.004	0.663	0.000	0.000	0.015	0.009	0.019	0.027	0.000	0.000	0.027	0.013	1.000	0.109	0.070	0.017	0.072	0.027	0.009	0.006	0.044	0.000	0.014	0.022	0.022	0.032	0.018	0.042	0.016	0.000
QSS	0.042	0.040	0.295	0.780	0.067	0.066	0.119	0.000	0.067	0.033	0.088	0.059	0.176	0.021	0.008	0.060	0.063	0.109	1.000	0.093	0.017	0.485	0.037	0.026	0.027	0.106	0.045	0.052	0.028	0.000	0.028	0.006	0.003	0.023	0.052
QSELF	0.106	0.007	0.141	0.113	0.097	0.096	0.060	0.100	0.105	0.045	0.112	0.040	0.037	0.016	0.024	0.017	0.052	0.070	0.093	1.000	0.093	0.077	0.061	0.017	0.018	0.008	0.028	0.000	0.039	0.010	0.000	0.009	0.030	0.010	0.007
QRENT	0.107	0.007	0.100	0.041	0.086	0.086	0.027	0.127	0.075	0.038	0.073	0.049	0.072	0.087	0.024	0.008	0.020	0.017	0.017	0.093	1.000	0.010	0.090	0.022	0.010	0.083	0.041	0.009	0.023	0.000	0.000	0.000	0.021	0.000	0.050
QRETIR	0.024	0.029	0.185	0.507	0.044	0.044	0.064	0.012	0.029	0.028	0.044	0.036	0.103	0.011	0.036	0.023	0.000	0.072	0.485	0.077	0.010	1.000	0.045	0.028	0.019	0.137	0.011	0.045	0.026	0.012	0.028	0.012	0.005	0.000	0.008
REGION	0.105	0.117	0.171	0.038	0.049	0.048	0.034	0.204	0.123	0.086	0.042	0.378	0.166	0.057	0.066	0.165	0.013	0.027	0.037	0.061	0.090	0.045	1.000	0.149	0.138	0.300	0.040	0.067	0.044	0.291	0.038	0.015	0.044	0.228	0.370
METRO3	0.036	0.035	0.029	0.032	0.015	0.015	0.020	0.028	0.091	0.097	0.070	0.086	0.185	0.084	0.041	0.097	0.043	0.009	0.026	0.017	0.022	0.028	0.149	1.000	0.060	0.000	0.041	0.031	0.014	0.102	0.047	0.015	0.036	0.071	0.120
CONDO	0.143	0.687	0.016	0.072	0.016	0.017	0.019	0.022	0.138	0.075	0.271	0.373	0.152	0.524	0.036	0.432	0.051	0.006	0.027	0.018	0.010	0.019	0.138	0.060	1.000	0.000	0.208	0.022	0.071	0.031	0.022	0.009	0.020	0.063	0.008
MOBILTYP	0.242	0.055	0.191	0.145	0.000	0.000	0.077	0.000	0.198	0.097	0.461	1.000	0.137	1.000	0.272	0.029	0.000	0.044	0.106	0.008	0.083	0.137	0.300	0.000	0.000	1.000	0.013	0.118	0.000	0.112	0.073	0.074	0.086	0.230	0.186
TYPE	0.082	0.090	0.075	0.022	0.014	0.013	0.018	0.031	0.068	0.040	0.128	0.335	0.076	0.079	0.246	0.125	0.035	0.000	0.045	0.028	0.041	0.011	0.040	0.041	0.208	0.013	1.000	0.003	0.028	0.014	0.024	0.071	0.027	0.077	0.049
FRSTOC	0.029	0.009	0.000	0.136	0.000	0.002	0.020	0.012	0.090	0.092	0.044	0.071	0.303	0.027	0.026	0.014	0.027	0.014	0.052	0.000	0.009	0.045	0.067	0.031	0.022	0.118	0.003	1.000	0.023	0.040	0.014	0.007	0.011	0.026	0.015
EVROD	0.033	0.075	0.027	0.066	0.000	0.000	0.021	0.021	0.018	0.102	0.043	0.116	0.152	0.049	0.021	0.112	0.004	0.022	0.028	0.039	0.023	0.026	0.044	0.014	0.071	0.000	0.028	0.023	1.000	0.107	0.102	0.048	0.130	0.100	0.086
EROACH	0.059	0.039	0.052	0.019	0.010	0.009	0.013	0.050	0.037	0.039	0.006	0.126	0.087	0.016	0.049	0.047	0.000	0.022	0.000	0.010	0.000	0.012	0.291	0.102	0.031	0.112	0.014	0.040	0.107	1.000	0.104	0.051	0.074	0.045	0.048
CRACKS	0.032	0.025	0.023	0.037	0.009	0.010	0.024	0.022	0.035	0.013	0.018	0.021	0.086	0.000	0.064	0.047	0.016	0.032	0.028	0.000	0.000	0.028	0.038	0.047	0.022	0.073	0.024	0.014	0.102	0.104	1.000	0.204	0.088	0.082	0.061
HOLES	0.028	0.006	0.022	0.012	0.000	0.000	0.000	0.000	0.020	0.000	0.027	0.050	0.032	0.000	0.082	0.018	0.010	0.018	0.006	0.009	0.000	0.012	0.015	0.015	0.009	0.074	0.071	0.007	0.048	0.051	0.204	1.000	0.043	0.049	0.042
WINTERNONE	0.012	0.022	0.011	0.020	0.013	0.014	0.031	0.000	0.035	0.006	0.006	0.068	0.106	0.012	0.029	0.035	0.024	0.042	0.003	0.030	0.021	0.005	0.044	0.036	0.020	0.086	0.027	0.011	0.130	0.074	0.088	0.043	1.000	0.122	0.094
AIR	0.082	0.080	0.113	0.026	0.050	0.049	0.029	0.088	0.131	0.020	0.096	0.131	0.287	0.033	0.097	0.176	0.011	0.016	0.023	0.010	0.000	0.000	0.228	0.071	0.063	0.230	0.077	0.026	0.100	0.045	0.082	0.049	0.122	1.000	0.496
AIRSYS	0.045	0.069	0.072	0.080	0.032	0.034	0.032	0.129	0.180	0.038	0.164	0.171	0.371	0.113	0.115	0.173	0.023	0.000	0.052	0.007	0.050	0.008	0.370	0.120	0.008	0.186	0.049	0.015	0.086	0.048	0.061	0.042	0.094	0.496	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	BUYI	AMTI	CONFEE	ZSMHC	IFFEE	HHAGE	HHSEX	ZINC2	ZINC	ZINCN	ZINCH	QSS	QSELF	QRENT	QRETIR	VALUE	REGION	METRO3	CONDO	UNITSF	LOT	ROOMS	CELLAR	MOBILTYP	TYPE	BUILT	CLIMB	FRSTOC	EVROD	EROACH	CRACKS	HOLES	WINTERNONE	AIR	AIRSYS
0	1	1600	115	4240	1.0	34	2	159972	159972	100000	2.0	2	2	2	2	720000	4	2	3	3000	5900	8	4	NaN	1	2002	-6	2.0	2	2	2	2	2.0	2	1
1	1	1650	225	3502	1.0	43	1	156772	156772	-6	1.0	2	2	2	2	550000	4	2	1	1600	-6	5	4	NaN	1	2002	-6	1.0	2	1	1	2	1.0	2	1
2	1	2160	-6	5014	1.0	60	1	1488496	1488496	-9	NaN	2	1	2	2	720000	4	2	3	2500	5900	11	4	NaN	1	2001	-6	1.0	2	2	2	2	1.0	2	1
3	1	900	215	4609	1.0	37	1	124944	124944	125000	2.0	2	2	2	2	450000	4	2	3	1600	2000	5	4	NaN	1	2001	-6	2.0	2	2	2	2	1.0	2	1
4	1	1400	65	4891	1.0	33	2	149972	149972	175000	2.0	2	1	2	2	700000	4	2	3	2750	6000	9	4	NaN	1	1995	-6	2.0	2	2	2	2	1.0	2	1
5	1	1000	165	4919	1.0	45	1	34944	34944	-6	1.0	2	2	2	2	740000	4	2	3	2350	5500	6	4	NaN	1	2002	-6	2.0	2	2	2	2	1.0	2	1
6	1	1650	-6	4095	2.0	35	1	258644	258644	-6	1.0	2	2	2	2	550000	4	2	3	1901	6000	7	4	NaN	1	2003	-6	1.0	1	1	1	2	1.0	2	1
7	1	2800	-6	5310	2.0	50	1	310916	310916	-6	1.0	2	2	2	2	1300000	4	2	3	5700	6500	9	4	NaN	1	2003	-6	1.0	2	2	2	2	1.0	2	1
8	1	2700	175	6866	1.0	38	1	561216	561216	-6	1.0	2	2	1	2	1500000	4	2	3	5700	10000	10	4	NaN	1	2003	-6	1.0	2	2	2	2	1.0	2	1
9	1	800	415	3349	1.0	72	2	38700	38700	-6	1.0	1	2	2	2	103000	4	2	3	2300	9000	6	4	NaN	1	2003	-6	2.0	2	2	2	2	1.0	2	1

	BUYI	AMTI	CONFEE	ZSMHC	IFFEE	HHAGE	HHSEX	ZINC2	ZINC	ZINCN	ZINCH	QSS	QSELF	QRENT	QRETIR	VALUE	REGION	METRO3	CONDO	UNITSF	LOT	ROOMS	CELLAR	MOBILTYP	TYPE	BUILT	CLIMB	FRSTOC	EVROD	EROACH	CRACKS	HOLES	WINTERNONE	AIR	AIRSYS
51798	1	698	-6	3766	2.0	42	1	161998	161998	-6	1.0	2	2	2	2	340000	1	2	3	2000	176000	7	1	NaN	1	1990	-6	2.0	1	2	2	2	1.0	2	1
51799	1	660	295	1087	1.0	80	2	12500	12500	-6	1.0	1	2	2	2	220000	1	2	1	1412	-6	4	1	NaN	1	1990	-6	1.0	2	2	2	2	1.0	2	1
51800	1	132	165	1124	1.0	56	1	101998	56999	-6	1.0	2	2	2	2	132000	1	2	1	1000	-6	5	1	NaN	9	1990	-6	2.0	2	2	2	2	1.0	2	1
51801	1	600	-6	2553	2.0	43	2	27000	27000	120000	2.0	2	1	2	2	285000	1	2	3	2250	33000	7	1	NaN	1	1990	-6	2.0	1	2	2	2	1.0	2	1
51802	1	1200	-6	1716	2.0	49	1	64998	64998	-6	1.0	2	2	2	2	200000	1	2	3	1900	264000	6	1	NaN	1	1990	-6	1.0	2	2	2	2	1.0	2	1
51803	1	550	-6	979	2.0	51	1	94196	94196	-6	1.0	2	2	2	2	160000	1	2	3	2100	44000	6	2	NaN	1	1970	-6	NaN	2	2	2	2	1.0	2	1
51804	1	800	-6	1277	2.0	70	2	66030	66030	-6	1.0	1	2	2	1	175000	1	2	3	3000	3500	8	1	NaN	1	1970	-6	NaN	2	2	2	2	1.0	2	1
51805	0	-6	-6	517	2.0	68	2	24998	24999	-6	1.0	1	2	2	2	15000	1	2	3	900	2500	5	-6	1.0	2	1995	-6	1.0	2	2	2	2	1.0	1	2
51806	0	-6	-6	426	2.0	71	2	13132	4000	-6	1.0	1	2	2	2	15000	1	2	3	780	2500	4	-6	1.0	2	1960	-6	NaN	2	2	2	2	2.0	2	2
51807	1	200	-6	568	2.0	80	2	33000	33000	-6	1.0	1	2	2	1	21500	1	2	3	1470	8400	6	-6	1.0	2	2001	-6	2.0	2	2	2	2	1.0	2	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks